developer toolingadvancedReddit r/ExperiencedDevs thread with 400+ upvotesMAX
Secret Scanning False Positives Eroding Security Tooling Trust : Environment Fidelity Between Development and Production
GogitleaksAWS SDKVault
Problem Breakdown
The reproducibility defect is environment divergence: development, CI, and production environments drift in versions, configuration, and data shapes, so bugs are environment-specific and debugging becomes translation work between subtly different worlds. Secret-scanning tools (gitleaks, trufflehog) flag hundreds of fal…
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